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基于特征学习的目标检测技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  朱优松
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目标检测  特征学习  卷积神经网络  深度学习  
基于深度学习的用户兴趣画像研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  刘若然
Adobe PDF(13345Kb)  |  Favorite  |  View/Download:21/1  |  Submit date:2019/06/09
社会媒体  深度学习  多任务学习  语义信息  交互关系  
多信息融合的自动摘要方法研究 学位论文
, 中国科学院大学: 中国科学院大学, 2019
Authors:  刘天赏
Adobe PDF(1789Kb)  |  Favorite  |  View/Download:18/1  |  Submit date:2019/06/21
自动摘要,用户信息,词性信息,序列到序列模型,注意力机制  
基于视频摘要的机器⼈学习⽅法研究 学位论文
, 中科院自动化所: 中科院自动化所, 2019
Authors:  张宇佳
Adobe PDF(48735Kb)  |  Favorite  |  View/Download:37/4  |  Submit date:2019/06/21
视频摘要  机器⼈学习  机器视觉  机械臂抓取控制  
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
Authors:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
Favorite  |  View/Download:6/0  |  Submit date:2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
Attention With Sparsity Regularization for Neural Machine Translation and Summarization 期刊论文
IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2019, 卷号: 27, 期号: 3, 页码: 507-518
Authors:  Zhang, Jiajun;  Zhao, Yang;  Li, Haoran;  Zong, Chengqing
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Machine Translation  Attention  
Deep Reinforcement Learning for Query-Conditioned Video Summarization 期刊论文
Applied Sciences - Basel, 2019, 卷号: 9, 期号: 4, 页码: 750-765
Authors:  Yujia Zhang;  Michael Kampffmeyer;  Xiaoguang Zhao;  Min Tan
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Query-conditioned Video Summarization  Deep Reinforcement Learning  Visual-text Embedding  Temporal Modeling  Vision Application  
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization 会议论文
, Santa Fe, New Mexico, USA, 2018, 8,20-26
Authors:  Li, Haoran;  Zhu, Junnan;  Zhang, Jiajun;  Zong, Chengqing
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Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation 期刊论文
IEEE Trans. Pattern Anal. Machine Intell., 2019, 卷号: 41, 期号: 5, 页码: 1027-1042
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(865Kb)  |  Favorite  |  View/Download:20/11  |  Submit date:2019/06/10
Unsupervised Domain Adaptation  Domain-invariant Projection  Class-clustering  Sampling-and-fusion  
Experience-based Causality Learning for Intelligent Agents 期刊论文
Asian and Low-Resource Language Information Processing (TALLIP), 2019, 卷号: 18, 期号: 4, 页码: 1-22
Authors:  Yang Liu;  Shaonan Wang;  Jiajun Zhang;  Chengqing Zong
View  |  Adobe PDF(3378Kb)  |  Favorite  |  View/Download:19/7  |  Submit date:2019/07/08
Intelligent Agent, Causality Learning, Grounded Language Learning, Experience, Virtual Environment